Advanced Certificate in Data Analytics for Product Promotion Optimization
-- ViewingNowThe Advanced Certificate in Data Analytics for Product Promotion Optimization is a crucial course designed to meet the growing industry demand for data-driven decision-making. This certificate course empowers learners with essential skills to leverage data analytics for product promotion optimization, thereby driving business growth and success.
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โข Data Preparation for Product Promotion: Data cleaning, data transformation, data integration, data selection
โข Exploratory Data Analysis: Summary statistics, data visualization, univariate and multivariate analysis
โข Statistical Analysis: Descriptive and inferential statistics, probability distributions, hypothesis testing
โข Predictive Modeling: Regression analysis, classification models, time series analysis
โข Experimentation and A/B Testing: Design of experiments, statistical significance, power analysis
โข Machine Learning: Supervised and unsupervised learning, model evaluation, feature selection
โข Big Data Analytics: Distributed computing, Hadoop, Spark, NoSQL databases
โข Data Visualization and Dashboarding: Data storytelling, data presentation, interactive visualization
โข Ethics and Data Privacy: Data protection, bias and fairness, ethical considerations in data analytics
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